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Ziheng Duan
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Journal Articles
- 2023
- [j6]Ziheng Duan, Yi Dai, Ahyeon Hwang
, Cheyu Lee, Kaichi Xie, Chutong Xiao
iHerd: an integrative hierarchical graph representation learning framework to quantify network changes and prioritize risk genes in disease. PLoS Comput. Biol. 19(9) (2023) - 2022
- [j5]Ziheng Duan, Yueyang Wang
Connecting latent relationships over heterogeneous attributed network for recommendation. Appl. Intell. 52(14): 16214-16232 (2022) - [j4]Ziheng Duan
Multivariate time-series classification with hierarchical variational graph pooling. Neural Networks 154: 481-490 (2022) - [j3]Cheyu Lee
Venus: An efficient virus infection detection and fusion site discovery method using single-cell and bulk RNA-seq data. PLoS Comput. Biol. 18(10): 1010636 (2022) - [j2]Yueyang Wang, Ziheng Duan, Yida Huang, Haoyan Xu, Jie Feng
MTHetGNN: A heterogeneous graph embedding framework for multivariate time series forecasting. Pattern Recognit. Lett. 153: 151-158 (2022) - 2021
- [j1]Haoyan Xu, Ziheng Duan, Yueyang Wang, Jie Feng
Graph partitioning and graph neural network based hierarchical graph matching for graph similarity computation. Neurocomputing 439: 348-362 (2021)
Conference and Workshop Papers
- 2024
- [c3]Ziheng Duan
iMIRACLE: An Iterative Multi-View Graph Neural Network to Model Intercellular Gene Regulation From Spatial Transcriptomic Data. CIKM 2024: 538-548 - 2022
- [c2]Zheng Dong, Ke Xu, Ziheng Duan, Hujun Bao, Weiwei Xu, Rynson W. H. Lau:
Geometry-aware Two-scale PIFu Representation for Human Reconstruction. NeurIPS 2022 - 2019
- [c1]Yueyang Wang, Ziheng Duan
Heterogeneous Attributed Network Embedding with Graph Convolutional Networks. AAAI 2019: 10061-10062
Informal and Other Publications
- 2021
- [i9]Ziheng Duan, Yueyang Wang, Weihao Ye, Zixuan Feng, Qilin Fan, Xiuhua Li:
Connecting Latent ReLationships over Heterogeneous Attributed Network for Recommendation. CoRR abs/2103.05749 (2021) - [i8]Zheng Dong, Ke Xu, Ziheng Duan, Hujun Bao, Weiwei Xu, Rynson W. H. Lau:
Total Scale: Face-to-Body Detail Reconstruction from Sparse RGBD Sensors. CoRR abs/2112.02082 (2021) - 2020
- [i7]Haoyan Xu, Yida Huang, Ziheng Duan
Multivariate Time Series Forecasting Based on Causal Inference with Transfer Entropy and Graph Neural Network. CoRR abs/2005.01185 (2020) - [i6]Haoyan Xu, Runjian Chen, Yunsheng Bai, Jie Feng, Ziheng Duan
Hierarchical and Fast Graph Similarity Computation via Graph Coarsening and Deep Graph Learning. CoRR abs/2005.07115 (2020) - [i5]Haoyan Xu, Ziheng Duan
Graph Partitioning and Graph Neural Network based Hierarchical Graph Matching for Graph Similarity Computation. CoRR abs/2005.08008 (2020) - [i4]Ziheng Duan
Deep Learning Based Detection and Localization of Cerebal Aneurysms in Computed Tomography Angiography. CoRR abs/2005.11098 (2020) - [i3]Haoyan Xu, Ziheng Duan
Parallel Extraction of Long-term Trends and Short-term Fluctuation Framework for Multivariate Time Series Forecasting. CoRR abs/2008.07730 (2020) - [i2]Yida Huang, Haoyan Xu, Ziheng Duan, Anni Ren, Jie Feng, Qianru Zhang, Xiaoqian Wang:
Modeling Complex Spatial Patterns with Temporal Features via Heterogenous Graph Embedding Networks. CoRR abs/2008.08617 (2020) - [i1]Haoyan Xu, Ziheng Duan, Yunsheng Bai, Yida Huang, Anni Ren, Qianru Yu, Qianru Zhang, Yueyang Wang, Xiaoqian Wang, Yizhou Sun, Wei Wang:
Multivariate Time Series Classification with Hierarchical Variational Graph Pooling. CoRR abs/2010.05649 (2020)
Coauthor Index
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